# Manas Bundele > Building Gen AI - Agents & Evaluations @ LinkedIn | IITJ, UTD Alumnus | ML, NLP, CV Researcher Location: San Francisco Bay Area, United States Profile: https://flows.cv/manasbundele "No one is you and that is your superpower." I am a recent graduate from The University of Texas at Dallas with MS in Computer Science and a specialization in Intelligent Systems. I am passionate about the fields of Software Engineering, Machine Learning, Natural Language Processing, and Computer Vision. I worked on one of the most intriguing problem statements in the field of AI during my thesis at UTD. I have 1+ years of professional work experience as a Full Stack Software Engineer at Voylla Fashions Pvt. Ltd. I recently interned with Etsy Inc. as a Machine Learning Intern where I worked on the design and development of a scene-aware, compatible fashion product recommendation system. I completed my B.Tech. in Computer Science & Engineering from one of the premier institutes of India, the Indian Institute of Technology, Jodhpur in 2016. One of the qualities that define me is perseverance and hard work. I am a quick learner and a diligent individual with strong coding and analytical skills. I have been fortunate to work on several interesting projects in the above fields during the course of my education. Now, I want to utilize my skills and knowledge to develop real-world applications that make an impact on society. Proficient: C, C++, Ruby on Rails, Python, Postgresql Familiar: Scala, Javascript, MATLAB, SQL, LATEX, HTML, CSS, jQuery Tools & Utilities: Git, Big Data (Hadoop, MapReduce, Spark, Kafka, ELK stack, NoSQL systems), Tensorflow, Scikit-learn, NLTK, Spacy, AWS, REST APIs, Caching (Memcached, Varnish), Numpy, Pandas, Cron, OpenNMT, FastText, OpenCV Areas of interest: Software Engineering, Machine Learning(ML), Natural Language Processing(NLP), Commonsense Reasoning, Data Science Website: https://manasbundele.github.io/ Github: https://github.com/manasbundele Leetcode: https://leetcode.com/manasbundele/ ## Work Experience ### Sr. Software Engineer, Machine Learning @ LinkedIn Jan 2024 – Present | Sunnyvale, CA 1. Developing agents for AI Agent Evaluation 2. Developed a Multi-agent text-to-SQL solution for Data Analytics at LinkedIn. ### Sr. Software Engineer Machine Learning @ LinkedIn Jan 2023 – Jan 2024 | Toronto, Ontario, Canada ### Software Engineer - AI (Flagship) @ LinkedIn Jan 2021 – Jan 2023 | Sunnyvale, California, United States ### Etsy Summer of Vision: Machine Learning Intern @ Etsy Jan 2020 – Jan 2020 | United States Project: ‘Let Etsy Pick Your Shoe for You!’ • Designed and implemented a novel technique towards scene-aware, compatible fashion product recommendation • Proposed approach consisted of a pre-trained Resnet50V2 model, along with other specialized layers to learn the style compatibility between a user-uploaded outfit and a product from Etsy’s inventory Technologies used: [Python, Tensorflow 2.0, Scikit-learn] ### Computer Science Grader @ The University of Texas at Dallas Jan 2020 – Jan 2020 | Richardson, Texas, United States • Got nominated for the ‘Best Grader’ Award in the department • Graded the tests, quizzes and assignments of a batch of 75 undergraduate students for the course Discrete Mathematics ### Outreach Camp Counselor, Computer Science Department @ The University of Texas at Dallas Jan 2019 – Jan 2019 | Richardson, Texas, United States Guided and mentored young impressionable minds during summer coding camps ### Computer Science Grader @ The University of Texas at Dallas Jan 2018 – Jan 2019 | Richardson, Texas, United States 1. Got nominated for the 'Best Grader' Award in the CS Department. 2. Graded the tests, quizzes and assignments of a batch of 75 undergraduate students for the course Discrete Mathematics. ### Software Engineer @ Voylla Fashions Pvt. Ltd. Jan 2016 – Jan 2017 | Jaipur Area, India • Project LP Boost: Designed and implemented a Landing Page Ranking algorithm that increased the AOV by 30%. It considered customer's preferences as well as product's popularity and listed the products in ‘What’s popular’ section on listing pages on www.voylla.com. • Project Solidus: Voylla Website Upgradation (Team of Eight developers) and Data Migration. - Successfully launched the website with improved efficiency and enhanced customer experience - Developed and optimized website’s order pipeline(in a team of 4), improving its performance for seamless experience - Working under a mentor, successfully migrated data from old website's database to new website's database after carefully studying the schema changes. Successfully handled data migration, a very critical aspect of the project which could only be totally tested in production environment since any errors would have led to wastage of company's funds and team's efforts. • Project: CRM Centre Database Wrote Postgresql scripts to synchronize the customer's data from website and ERP databases into a centralized database daily, data being used for analysis and in key projects by the Data Science team ### Student Guide @ Counselling Service at IIT Jodhpur Jan 2013 – Jan 2016 | Jodhpur Area, India Mentored a group of 10 counselee students and guided them regarding academic and extra- curricular affairs in the institute, acting as a Student Guide throughout their stay ### Assistant Co-ordinator @ Counselling Service at IIT Jodhpur Jan 2014 – Jan 2015 | Jodhpur Area, India Led and managed a team of 17 student guides along with 7 other assistant student heads and successfully set up a Counseling Referral System and conducted Career Counseling Sessions and tests for the 1st time in the institute ### Research Intern @ Defense Institute of Advanced Technology (DIAT), DU, DRDO Jan 2014 – Jan 2014 | Pune Area, India 1. Participated in the research project titled “ Underwater Glider” 2. Contributed primarily by analyzing required changes in various functional aspects of the glider and suggesting possible improvements in terms of the construction of a prototype that would work at 300m. depth from the then existing proof-of-concept model that worked at depth of 10m. ### Marketing Coordinator @ Ignus'14 Jan 2013 – Jan 2014 | Jodhpur Area, India Worked with a team of 26 members to garner Rs. 3 million as sponsorship for the inter-collegiate techno-cultural festival of IIT Jodhpur, bringing a footfall of over 4000 people ### Head, Publicity and Media @ Varchas'14 Jan 2013 – Jan 2014 | Jodhpur Area, India 1. Planned and publicized the inter-collegiate sports festival of the institute, bringing participation of over 1000 people 2. Led a two-tier team of 12 people to publicize and bring a participation of over 500 people in the Varchas Mini-Marathon'14, organized for the 1st time across Jodhpur by IIT Jodhpur ### Core Member @ Robotics Club IIT Jodhpur Jan 2013 – Jan 2014 ### Core Member @ Programming and Web-Designing club IIT Jodhpur Jan 2013 – Jan 2014 ## Education ### Master of Science - MS with Thesis in Computer Science The University of Texas at Dallas ### Bachelor of Technology (BTech) in Computer Science Indian Institute of Technology Jodhpur ### Nalanda Academy,kota ### Jyotirgamaya English Medium School ## Contact & Social - LinkedIn: https://linkedin.com/in/manasbundele - Website: https://manasbundele.github.io --- Source: https://flows.cv/manasbundele JSON Resume: https://flows.cv/manasbundele/resume.json Last updated: 2026-04-05